International Journal of Scientific and Research Publications

IJSRP, Volume 10, Issue 12, December 2020 Edition [ISSN 2250-3153]


XAI-based Medical Decision Support System Model
      Vytautas Petrauskas, Gyte Damuleviciene, Algirdas Dobrovolskis, Juozas Dovydaitis, Audrone Janaviciute, Raimundas Jasinevicius, Egidijus Kazanavicius, Jurgita Knasiene, Vita Lesauskaite, Agnius Liutke
Abstract: The paper presents a model of the geriatric medical diagnostic support system (MDSS) developed in the context of artificial intelligence (AI) using elements of the explainable artificial intelligence (XAI) paradigm, such as computing with words (CWW), fuzzy SWOT analysis maps (FSM), possibility of verbal evaluation of sixteen symptoms, and estimates of the four interacting syndromes and their verbal interpretations. The functional organization of the model is presented mathematically using a vector description method and fuzzy reasoning operations. The viability and proper functioning of the implemented software model are confirmed by a pilot advisory practice in a geriatrics clinic. The paper concludes with a list of future further research.

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Vytautas Petrauskas, Gyte Damuleviciene, Algirdas Dobrovolskis, Juozas Dovydaitis, Audrone Janaviciute, Raimundas Jasinevicius, Egidijus Kazanavicius, Jurgita Knasiene, Vita Lesauskaite, Agnius Liutke (2020); XAI-based Medical Decision Support System Model; International Journal of Scientific and Research Publications (IJSRP) 10(12) (ISSN: 2250-3153), DOI: http://dx.doi.org/10.29322/IJSRP.10.12.2020.p10869
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